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The expected value of a function of a fuzzy variable with a continuous membership function - MaRDI portal

The expected value of a function of a fuzzy variable with a continuous membership function (Q931756)

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scientific article; zbMATH DE number 5293418
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The expected value of a function of a fuzzy variable with a continuous membership function
scientific article; zbMATH DE number 5293418

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    The expected value of a function of a fuzzy variable with a continuous membership function (English)
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    26 June 2008
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    The expected value considered in this paper has nothing to do with some kind of expectation of a random variable. A less misleading expression would be: mean value or defuzzification of a fuzzy quantity. For defuzzification there are many proposals in the literature (most of them with a ranking-of-fuzzy-number background). In this paper, the authors consider a defuzzification proposal introduced by Liu which uses a credibility-measure background [see \textit{L. Liu}, ``Expected value of a fuzzy variable and fuzzy expected value model'', IEEE Trans. Fuzzy Syst. 10, 445--450 (2002)]. They consider monotonic functions of a fuzzy quantity with continuous membership function and present exact formulas for defuzzification.
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    fuzzy variable
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    defuzzification
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